LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling Aug 5, 2023 Intent Detection Language Modeling
— Unverified Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings Mar 7, 2025 Dialogue Act Classification Dialogue State Tracking
— Unverified Learning Multimodal Confidence for Intention Recognition in Human-Robot Interaction May 23, 2024 Intent Detection
— Unverified Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling May 25, 2021 Few-Shot Learning Intent Detection
— Unverified Learning with Weak Supervision for Email Intent Detection May 26, 2020 intent-classification Intent Classification
— Unverified Learn to Discover Dialog Intents via Self-supervised Context Pretraining Jan 16, 2022 Contrastive Learning Intent Detection
— Unverified LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network Oct 6, 2021 Intent Detection Natural Language Understanding
— Unverified Lifelong Intent Detection via Multi-Strategy Rebalancing Aug 10, 2021 Intent Detection Knowledge Distillation
— Unverified Lightweight Transformers for Conversational AI Jul 1, 2022 GPU Intent Detection
— Unverified Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available Deep Unknown Intent Detection with Margin Loss Jun 2, 2019 Intent Detection Novelty Detection
Code Code Available Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Feb 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Slot-Gated Modeling for Joint Slot Filling and Intent Prediction Jun 1, 2018 global-optimization Intent Detection
Code Code Available Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection Dec 14, 2021 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning Aug 9, 2023 Contrastive Learning Intent Detection
Code Code Available CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Sep 16, 2019 Intent Detection slot-filling
Code Code Available From Disfluency Detection to Intent Detection and Slot Filling Sep 17, 2022 Intent Detection Language Modeling
Code Code Available From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding May 15, 2021 intent-classification Intent Classification
Code Code Available FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network May 15, 2020 Autonomous Driving Intent Detection
Code Code Available A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier Mar 7, 2020 Intent Detection Novelty Detection
Code Code Available Learning to Select from Multiple Options Dec 1, 2022 Entity Typing Intent Detection
Code Code Available A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Apr 19, 2024 Domain Adaptation Intent Detection
Code Code Available A Unified Framework for Multi-intent Spoken Language Understanding with prompting Oct 7, 2022 Intent Detection Multi-Task Learning
Code Code Available Generate then Refine: Data Augmentation for Zero-shot Intent Detection Oct 2, 2024 Data Augmentation Diversity
Code Code Available PSCon: Product Search Through Conversations Feb 19, 2025 Intent Detection Keyword Extraction
Code Code Available Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection Jan 7, 2025 Intent Detection Natural Language Understanding
Code Code Available Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence Dec 1, 2022 Graph Neural Network Intent Detection
Code Code Available Spoken Language Intent Detection using Confusion2Vec Apr 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets May 28, 2023 Intent Detection Natural Language Understanding
Code Code Available Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system Mar 25, 2019 General Classification intent-classification
Code Code Available Learning Multimodal AI Algorithms for Amplifying Limited User Input into High-dimensional Control Space May 16, 2025 Deep Reinforcement Learning Intent Detection
Code Code Available Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks Dec 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding Jan 5, 2023 Data Augmentation Intent Detection
Code Code Available MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Aug 15, 2024 domain classification Intent Detection
Code Code Available HPERL: 3D Human Pose Estimation from RGB and LiDAR Oct 16, 2020 3D Human Pose Estimation Action Recognition
Code Code Available SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU Nov 16, 2023 Intent Detection Natural Language Understanding
Code Code Available Churn Intent Detection in Multilingual Chatbot Conversations and Social Media Aug 25, 2018 Chatbot Intent Detection
Code Code Available Effectiveness of Pre-training for Few-shot Intent Classification Sep 13, 2021 Classification intent-classification
Code Code Available Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available “Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language Dec 16, 2019 English Conversational Speech Recognition Intent Detection
Code Code Available Towards Multi-label Unknown Intent Detection Oct 1, 2022 Intent Detection
Code Code Available ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding Aug 1, 2023 Intent Detection Multiple-choice
Code Code Available ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Oct 8, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling Oct 1, 2022 Intent Detection Semantic Frame Parsing
Code Code Available Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling Sep 9, 2022 Graph Attention Intent Detection
Code Code Available Representation based meta-learning for few-shot spoken intent recognition Jun 29, 2021 Classification intent-classification
Code Code Available Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection Oct 6, 2020 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling Dec 26, 2018 Decoder
Code Code Available Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts Apr 19, 2019 Intent Detection
Code Code Available Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Jun 10, 2025 Domain Adaptation Intent Detection
Code Code Available 